hl_tensor_ops.h

/* Copyright (c) 2016 Baidu, Inc. All Rights Reserve.

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

    http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License. */

#ifndef HL_TENSOR_OPS_H_
#define HL_TENSOR_OPS_H_

#include <cmath>
#include "hl_matrix_type.cuh"

namespace hppl {
namespace unary {

template <class T>
class add_scale {
private:
  const T p;

public:
  INLINE add_scale(const T s) : p(s) {}
  INLINE T operator()(const T a) const { return a + p; }
};

template <class T>
class sub_scale {
private:
  const T p;

public:
  INLINE sub_scale(const T s) : p(s) {}
  INLINE T operator()(const T a) const { return a - p; }
};

template <class T>
class mul_scale {
private:
  const T p;

public:
  INLINE mul_scale(const T s) : p(s) {}
  INLINE T operator()(const T a) const { return a * p; }
};

template <class T>
class div_scale {
private:
  const T p;

public:
  INLINE div_scale(const T s) : p(s) {}
  INLINE T operator()(const T a) const { return a / p; }
};

template <class T>
class neg {
public:
  INLINE T operator()(const T a) const { return -a; }
};

template <class T>
class exp_op {
public:
  INLINE T operator()(const T a) const { return std::exp(a); }
};

template <class T>
class log_op {
public:
  INLINE T operator()(const T a) const { return std::log(a); }
};

template <class T>
class sqrt_op {
public:
  INLINE T operator()(const T a) const { return std::sqrt(a); }
};

template <class T>
class square {
public:
  INLINE T operator()(const T a) const { return a * a; }
};

template <class T>
class reciprocal {
public:
  INLINE T operator()(const T a) const { return T(1) / a; }
};

template <class T>
class abs {
public:
  INLINE T operator()(const T a) const { return a > 0 ? a : -a; }
};

template <class T>
class sign {
public:
  INLINE T operator()(const T a) const { return (a > 0) - (a < 0); }
};

template <class T>
class min {
private:
  const T p;

public:
  INLINE min(const T s) : p(s) {}
  INLINE T operator()(const T a) const { return a > p ? p : a; }
};

template <class T>
class max {
private:
  const T p;

public:
  INLINE max(const T s) : p(s) {}
  INLINE T operator()(const T a) const { return a < p ? p : a; }
};

template <class T>
class pow_op {
private:
  const T p;

public:
  INLINE pow_op(const T s) : p(s) {}
  INLINE T operator()(const T a) const { return std::pow(a, p); }
};

template <class T>
class constant {
private:
  const T p;

public:
  INLINE constant(const T s) : p(s) {}
  INLINE T operator()(int i) const { return p; }
  INLINE T operator()(int i, int j) const { return p; }
};

template <class T>
class cmp_eq {
private:
  const T p;

public:
  INLINE cmp_eq(const T s) : p(s) {}
  INLINE bool operator()(const T a) const { return a == p; }
};

template <class T>
class cmp_ne {
private:
  const T p;

public:
  INLINE cmp_ne(const T s) : p(s) {}
  INLINE bool operator()(const T a) const { return a != p; }
};

template <class T>
class cmp_le {
private:
  const T p;

public:
  INLINE cmp_le(const T s) : p(s) {}
  INLINE bool operator()(const T a) const { return a <= p; }
};

template <class T>
class cmp_lt {
private:
  const T p;

public:
  INLINE cmp_lt(const T s) : p(s) {}
  INLINE bool operator()(const T a) const { return a < p; }
};

template <class T>
class cmp_ge {
private:
  const T p;

public:
  INLINE cmp_ge(const T s) : p(s) {}
  INLINE bool operator()(const T a) const { return a >= p; }
};

template <class T>
class cmp_gt {
private:
  const T p;

public:
  INLINE cmp_gt(const T s) : p(s) {}
  INLINE bool operator()(const T a) const { return a > p; }
};

template <class T>
class and_op {
private:
  const T p;

public:
  INLINE and_op(const T s) : p(s) {}
  INLINE bool operator()(const T a) const { return a && p; }
};

template <class T>
class or_op {
private:
  const T p;

public:
  INLINE or_op(const T s) : p(s) {}
  INLINE bool operator()(const T a) const { return a || p; }
};

}  // namespace unary

namespace binary {
template <class T>
class add {
public:
  INLINE T operator()(const T a, const T b) const { return a + b; }
};

template <class T>
class add_scale {
private:
  const T p1;
  const T p2;

public:
  INLINE add_scale(const T s1, const T s2) : p1(s1), p2(s2) {}
  INLINE T operator()(const T a, const T b) const { return p1 * a + p2 * b; }
};

template <class T>
class sub {
public:
  INLINE T operator()(const T a, const T b) const { return a - b; }
};

template <class T>
class mul {
public:
  INLINE T operator()(const T a, const T b) const { return a * b; }
};

template <class T>
class div {
public:
  INLINE T operator()(const T a, const T b) const { return a / b; }
};

template <class T>
class cmp_eq {
public:
  INLINE bool operator()(const T a, const T b) const { return a == b; }
};

template <class T>
class cmp_ne {
public:
  INLINE bool operator()(const T a, const T b) const { return a != b; }
};

template <class T>
class cmp_le {
public:
  INLINE bool operator()(const T a, const T b) const { return a <= b; }
};

template <class T>
class cmp_lt {
public:
  INLINE bool operator()(const T a, const T b) const { return a < b; }
};

template <class T>
class cmp_ge {
public:
  INLINE bool operator()(const T a, const T b) const { return a >= b; }
};

template <class T>
class cmp_gt {
public:
  INLINE bool operator()(const T a, const T b) const { return a > b; }
};

template <class T>
class and_op {
public:
  INLINE bool operator()(const T a, const T b) const { return a && b; }
};

template <class T>
class or_op {
public:
  INLINE bool operator()(const T a, const T b) const { return a || b; }
};

template <class T>
class min {
public:
  INLINE T operator()(const T a, const T b) const { return a > b ? b : a; }
};

template <class T>
class max {
public:
  INLINE T operator()(const T a, const T b) const { return a < b ? b : a; }
};

}  // namespace binary
}  // namespace hppl

#endif  // HL_TENSOR_OPS_H_